{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 课后作业：调用高德Web服务API文档中所有功能\n",
    "\n",
    "1. 至少完成每一个模块中的一个子功能的API调用，封装成函数，开源到github/gitee上\n",
    "\n",
    "2. 在调用每一个功能的同时，思考其背后是否含有ML、AI的功能（比如计算机视觉、语音识别、推荐算法等），并整理思考的结果，在调用API代码模块中用markdown说明。\n",
    "\n",
    "3. 尝试设计一个简单的应用（不要求写代码），至少涉及3个API功能。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import requests\n",
    "key =\"e1587175696715c888b8f3a0e7bf9098\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 地理编码\n",
    "- 地理编码：将详细的结构化地址转换为高德经纬度坐标。且支持对地标性名胜景区、建筑物名称解析为高德经纬度坐标。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 获取地理编码\n",
    "def geocode(address,city=None,batch=None,sig=None)->dict:\n",
    "    \"\"\"获取地理编码\"\"\"\n",
    "    url = 'https://restapi.amap.com/v3/geocode/geo?parameters'\n",
    "    params={\n",
    "        'key': key,\n",
    "        'address':address,\n",
    "        'city':city,\n",
    "        'batch':batch,\n",
    "        'sig':sig,\n",
    "        'output':'json'\n",
    "    }\n",
    "    response = requests.get(url,params=params)\n",
    "    data = response.json()\n",
    "    return data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'geocodes': [{'formatted_address': '广东省广州市从化区中山大学南方学院',\n",
       "   'country': '中国',\n",
       "   'province': '广东省',\n",
       "   'citycode': '020',\n",
       "   'city': '广州市',\n",
       "   'district': '从化区',\n",
       "   'township': [],\n",
       "   'neighborhood': {'name': [], 'type': []},\n",
       "   'building': {'name': [], 'type': []},\n",
       "   'adcode': '440117',\n",
       "   'street': [],\n",
       "   'number': [],\n",
       "   'location': '113.679287,23.632575',\n",
       "   'level': '兴趣点'}]}"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "中大南方 = geocode('广东省广州市从化区中山大学南方学院')\n",
    "中大南方"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "中大南方地理编码: 113.679287,23.632575\n"
     ]
    }
   ],
   "source": [
    "中大南方地理编码 = 中大南方['geocodes'][0]['location']\n",
    "print(\"中大南方地理编码:\",中大南方地理编码)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 路径规划\n",
    "- 路径规划API是一套以HTTP形式提供的步行、公交、驾车查询及行驶距离计算接口，返回JSON 或 XML格式的查询数据，用于实现路径规划功能的开发。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def walking(origin:str,destination:str)->dict:\n",
    "    parameters = {\n",
    "        'key':key,\n",
    "        'origin':origin,\n",
    "        'destination':destination,\n",
    "        'output':'json'\n",
    "    }\n",
    "    r = requests.get(\"https://restapi.amap.com/v3/direction/walking?parameters\",params = parameters)\n",
    "    data = r.json()['route']['paths'][0]['steps']\n",
    "    for i in range(0,len(data)):\n",
    "        print(data[int(i)]['instruction'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'status': '1', 'info': 'OK', 'infocode': '10000', 'count': '1', 'geocodes': [{'formatted_address': '广东省广州市从化区中山大学南方学院', 'country': '中国', 'province': '广东省', 'citycode': '020', 'city': '广州市', 'district': '从化区', 'township': [], 'neighborhood': {'name': [], 'type': []}, 'building': {'name': [], 'type': []}, 'adcode': '440117', 'street': [], 'number': [], 'location': '113.679287,23.632575', 'level': '兴趣点'}]} {'status': '1', 'info': 'OK', 'infocode': '10000', 'count': '1', 'geocodes': [{'formatted_address': '广东省广州市从化区流溪河', 'country': '中国', 'province': '广东省', 'citycode': '020', 'city': '广州市', 'district': '从化区', 'township': [], 'neighborhood': {'name': [], 'type': []}, 'building': {'name': [], 'type': []}, 'adcode': '440117', 'street': [], 'number': [], 'location': '113.600606,23.527076', 'level': '村庄'}]}\n"
     ]
    }
   ],
   "source": [
    "# 准备walking 参数\n",
    "流溪河公园 = geocode('广东省广州市从化区流溪河公园')\n",
    "流溪河公园_location = 流溪河公园['geocodes'][0]['location']\n",
    "中大南方_location = 中大南方['geocodes'][0]['location']\n",
    "print(中大南方,流溪河公园)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "向南步行161米右转\n",
      "向西步行99米左转\n",
      "向南步行237米左转\n",
      "向南步行498米向右前方行走\n",
      "向西南步行715米左转\n",
      "向东南步行406米向右前方行走\n",
      "沿乌土街向南步行1380米右转\n",
      "沿乌土街向西南步行165米直行\n",
      "沿934县道向西步行118米直行\n",
      "沿桃园东路向西南步行673米向右前方行走\n",
      "沿桃园东路向西南步行247米直行\n",
      "沿桃园西路向西南步行2777米向右前方行走\n",
      "沿石海工业大道向西南步行1839米直行\n",
      "沿政通路向西南步行2160米直行\n",
      "沿灌村路向西步行781米左转\n",
      "沿环市东路向西南步行1582米\n",
      "沿环市东路向南步行1626米右转\n",
      "沿从樟一路向西步行14米左转\n",
      "沿环市东路向南步行210米右转\n",
      "向西步行293米右转\n",
      "向西南步行590米右转\n",
      "沿河东南路向西北步行34米左转\n",
      "向西南步行183米到达目的地\n"
     ]
    }
   ],
   "source": [
    "中大南方_流溪河公园 = walking(中大南方_location,流溪河公园_location)\n",
    "中大南方_流溪河公园"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 行政区域查询\n",
    "- 行政区域查询是一类简单的HTTP接口，根据用户输入的搜索条件可以帮助用户快速的查找特定的行政区域信息。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'suggestion': {'keywords': [], 'cities': []},\n",
       " 'districts': [{'citycode': [],\n",
       "   'adcode': '510000',\n",
       "   'name': '四川省',\n",
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       "   'center': '104.065735,30.659462',\n",
       "   'level': 'province',\n",
       "   'districts': [{'citycode': '0839',\n",
       "     'adcode': '510800',\n",
       "     'name': '广元市',\n",
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       "       'districts': []},\n",
       "      {'citycode': '0839',\n",
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       "      {'citycode': '0839',\n",
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       "       'districts': []},\n",
       "      {'citycode': '0839',\n",
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       "      {'citycode': '0839',\n",
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       "    {'citycode': '0827',\n",
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       "       'name': '平昌县',\n",
       "       'center': '107.101937,31.562814',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0827',\n",
       "       'adcode': '511903',\n",
       "       'name': '恩阳区',\n",
       "       'center': '106.486515,31.816336',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0838',\n",
       "     'adcode': '510600',\n",
       "     'name': '德阳市',\n",
       "     'center': '104.398651,31.127991',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0838',\n",
       "       'adcode': '510623',\n",
       "       'name': '中江县',\n",
       "       'center': '104.677831,31.03681',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0838',\n",
       "       'adcode': '510681',\n",
       "       'name': '广汉市',\n",
       "       'center': '104.281903,30.97715',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0838',\n",
       "       'adcode': '510603',\n",
       "       'name': '旌阳区',\n",
       "       'center': '104.389648,31.130428',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0838',\n",
       "       'adcode': '510682',\n",
       "       'name': '什邡市',\n",
       "       'center': '104.173653,31.126881',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0838',\n",
       "       'adcode': '510604',\n",
       "       'name': '罗江区',\n",
       "       'center': '104.507126,31.303281',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0838',\n",
       "       'adcode': '510683',\n",
       "       'name': '绵竹市',\n",
       "       'center': '104.200162,31.343084',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0817',\n",
       "     'adcode': '511300',\n",
       "     'name': '南充市',\n",
       "     'center': '106.082974,30.795281',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0817',\n",
       "       'adcode': '511322',\n",
       "       'name': '营山县',\n",
       "       'center': '106.564893,31.075907',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0817',\n",
       "       'adcode': '511323',\n",
       "       'name': '蓬安县',\n",
       "       'center': '106.413488,31.027978',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0817',\n",
       "       'adcode': '511325',\n",
       "       'name': '西充县',\n",
       "       'center': '105.893021,30.994616',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0817',\n",
       "       'adcode': '511321',\n",
       "       'name': '南部县',\n",
       "       'center': '106.061138,31.349407',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0817',\n",
       "       'adcode': '511304',\n",
       "       'name': '嘉陵区',\n",
       "       'center': '106.067027,30.762976',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0817',\n",
       "       'adcode': '511324',\n",
       "       'name': '仪陇县',\n",
       "       'center': '106.297083,31.271261',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0817',\n",
       "       'adcode': '511381',\n",
       "       'name': '阆中市',\n",
       "       'center': '105.975266,31.580466',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0817',\n",
       "       'adcode': '511302',\n",
       "       'name': '顺庆区',\n",
       "       'center': '106.084091,30.795572',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0817',\n",
       "       'adcode': '511303',\n",
       "       'name': '高坪区',\n",
       "       'center': '106.108996,30.781809',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0816',\n",
       "     'adcode': '510700',\n",
       "     'name': '绵阳市',\n",
       "     'center': '104.741722,31.46402',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0816',\n",
       "       'adcode': '510725',\n",
       "       'name': '梓潼县',\n",
       "       'center': '105.16353,31.635225',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0816',\n",
       "       'adcode': '510704',\n",
       "       'name': '游仙区',\n",
       "       'center': '104.770006,31.484772',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0816',\n",
       "       'adcode': '510722',\n",
       "       'name': '三台县',\n",
       "       'center': '105.090316,31.090909',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0816',\n",
       "       'adcode': '510781',\n",
       "       'name': '江油市',\n",
       "       'center': '104.744431,31.776386',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0816',\n",
       "       'adcode': '510726',\n",
       "       'name': '北川羌族自治县',\n",
       "       'center': '104.468069,31.615863',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0816',\n",
       "       'adcode': '510705',\n",
       "       'name': '安州区',\n",
       "       'center': '104.560341,31.53894',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0816',\n",
       "       'adcode': '510703',\n",
       "       'name': '涪城区',\n",
       "       'center': '104.740971,31.463557',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0816',\n",
       "       'adcode': '510723',\n",
       "       'name': '盐亭县',\n",
       "       'center': '105.391991,31.22318',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0816',\n",
       "       'adcode': '510727',\n",
       "       'name': '平武县',\n",
       "       'center': '104.530555,32.407588',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '1833',\n",
       "     'adcode': '511400',\n",
       "     'name': '眉山市',\n",
       "     'center': '103.831788,30.048318',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '1833',\n",
       "       'adcode': '511424',\n",
       "       'name': '丹棱县',\n",
       "       'center': '103.518333,30.012751',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '1833',\n",
       "       'adcode': '511421',\n",
       "       'name': '仁寿县',\n",
       "       'center': '104.147646,29.996721',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '1833',\n",
       "       'adcode': '511423',\n",
       "       'name': '洪雅县',\n",
       "       'center': '103.375006,29.904867',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '1833',\n",
       "       'adcode': '511403',\n",
       "       'name': '彭山区',\n",
       "       'center': '103.8701,30.192298',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '1833',\n",
       "       'adcode': '511402',\n",
       "       'name': '东坡区',\n",
       "       'center': '103.831553,30.048128',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '1833',\n",
       "       'adcode': '511425',\n",
       "       'name': '青神县',\n",
       "       'center': '103.846131,29.831469',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0818',\n",
       "     'adcode': '511700',\n",
       "     'name': '达州市',\n",
       "     'center': '107.502262,31.209484',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0818',\n",
       "       'adcode': '511724',\n",
       "       'name': '大竹县',\n",
       "       'center': '107.20742,30.736289',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0818',\n",
       "       'adcode': '511725',\n",
       "       'name': '渠县',\n",
       "       'center': '106.970746,30.836348',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0818',\n",
       "       'adcode': '511722',\n",
       "       'name': '宣汉县',\n",
       "       'center': '107.722254,31.355025',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0818',\n",
       "       'adcode': '511703',\n",
       "       'name': '达川区',\n",
       "       'center': '107.507926,31.199062',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0818',\n",
       "       'adcode': '511723',\n",
       "       'name': '开江县',\n",
       "       'center': '107.864135,31.085537',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0818',\n",
       "       'adcode': '511781',\n",
       "       'name': '万源市',\n",
       "       'center': '108.037548,32.06777',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0818',\n",
       "       'adcode': '511702',\n",
       "       'name': '通川区',\n",
       "       'center': '107.501062,31.213522',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0813',\n",
       "     'adcode': '510300',\n",
       "     'name': '自贡市',\n",
       "     'center': '104.773447,29.352765',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0813',\n",
       "       'adcode': '510321',\n",
       "       'name': '荣县',\n",
       "       'center': '104.423932,29.454851',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0813',\n",
       "       'adcode': '510302',\n",
       "       'name': '自流井区',\n",
       "       'center': '104.778188,29.343231',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0813',\n",
       "       'adcode': '510303',\n",
       "       'name': '贡井区',\n",
       "       'center': '104.714372,29.345675',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0813',\n",
       "       'adcode': '510311',\n",
       "       'name': '沿滩区',\n",
       "       'center': '104.876417,29.272521',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0813',\n",
       "       'adcode': '510304',\n",
       "       'name': '大安区',\n",
       "       'center': '104.783229,29.367136',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0813',\n",
       "       'adcode': '510322',\n",
       "       'name': '富顺县',\n",
       "       'center': '104.984256,29.181282',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0826',\n",
       "     'adcode': '511600',\n",
       "     'name': '广安市',\n",
       "     'center': '106.633369,30.456398',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0826',\n",
       "       'adcode': '511622',\n",
       "       'name': '武胜县',\n",
       "       'center': '106.292473,30.344291',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0826',\n",
       "       'adcode': '511623',\n",
       "       'name': '邻水县',\n",
       "       'center': '106.934968,30.334323',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0826',\n",
       "       'adcode': '511602',\n",
       "       'name': '广安区',\n",
       "       'center': '106.632907,30.456462',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0826',\n",
       "       'adcode': '511681',\n",
       "       'name': '华蓥市',\n",
       "       'center': '106.777882,30.380574',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0826',\n",
       "       'adcode': '511603',\n",
       "       'name': '前锋区',\n",
       "       'center': '106.893277,30.4963',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0826',\n",
       "       'adcode': '511621',\n",
       "       'name': '岳池县',\n",
       "       'center': '106.444451,30.533538',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '1832',\n",
       "     'adcode': '511000',\n",
       "     'name': '内江市',\n",
       "     'center': '105.066138,29.58708',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '1832',\n",
       "       'adcode': '511025',\n",
       "       'name': '资中县',\n",
       "       'center': '104.852463,29.775295',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '1832',\n",
       "       'adcode': '511024',\n",
       "       'name': '威远县',\n",
       "       'center': '104.668327,29.52686',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '1832',\n",
       "       'adcode': '511011',\n",
       "       'name': '东兴区',\n",
       "       'center': '105.067203,29.600107',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '1832',\n",
       "       'adcode': '511002',\n",
       "       'name': '市中区',\n",
       "       'center': '105.065467,29.585265',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '1832',\n",
       "       'adcode': '511083',\n",
       "       'name': '隆昌市',\n",
       "       'center': '105.288074,29.338162',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0825',\n",
       "     'adcode': '510900',\n",
       "     'name': '遂宁市',\n",
       "     'center': '105.571331,30.513311',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0825',\n",
       "       'adcode': '510921',\n",
       "       'name': '蓬溪县',\n",
       "       'center': '105.713699,30.774883',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0825',\n",
       "       'adcode': '510922',\n",
       "       'name': '射洪市',\n",
       "       'center': '105.381849,30.868752',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0825',\n",
       "       'adcode': '510904',\n",
       "       'name': '安居区',\n",
       "       'center': '105.459383,30.346121',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0825',\n",
       "       'adcode': '510903',\n",
       "       'name': '船山区',\n",
       "       'center': '105.582215,30.502647',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0825',\n",
       "       'adcode': '510923',\n",
       "       'name': '大英县',\n",
       "       'center': '105.252187,30.581571',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0832',\n",
       "     'adcode': '512000',\n",
       "     'name': '资阳市',\n",
       "     'center': '104.641917,30.122211',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0832',\n",
       "       'adcode': '512022',\n",
       "       'name': '乐至县',\n",
       "       'center': '105.031142,30.275619',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0832',\n",
       "       'adcode': '512021',\n",
       "       'name': '安岳县',\n",
       "       'center': '105.336764,30.099206',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0832',\n",
       "       'adcode': '512002',\n",
       "       'name': '雁江区',\n",
       "       'center': '104.642338,30.121686',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '028',\n",
       "     'adcode': '510100',\n",
       "     'name': '成都市',\n",
       "     'center': '104.065735,30.659462',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '028',\n",
       "       'adcode': '510129',\n",
       "       'name': '大邑县',\n",
       "       'center': '103.522397,30.586602',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510181',\n",
       "       'name': '都江堰市',\n",
       "       'center': '103.627898,30.99114',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510113',\n",
       "       'name': '青白江区',\n",
       "       'center': '104.25494,30.883438',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510182',\n",
       "       'name': '彭州市',\n",
       "       'center': '103.941173,30.985161',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510185',\n",
       "       'name': '简阳市',\n",
       "       'center': '104.550339,30.390666',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510184',\n",
       "       'name': '崇州市',\n",
       "       'center': '103.671049,30.631478',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510131',\n",
       "       'name': '蒲江县',\n",
       "       'center': '103.511541,30.194359',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510121',\n",
       "       'name': '金堂县',\n",
       "       'center': '104.415604,30.858417',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510183',\n",
       "       'name': '邛崃市',\n",
       "       'center': '103.46143,30.413271',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510132',\n",
       "       'name': '新津县',\n",
       "       'center': '103.812449,30.414284',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510115',\n",
       "       'name': '温江区',\n",
       "       'center': '103.836776,30.697996',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510107',\n",
       "       'name': '武侯区',\n",
       "       'center': '104.05167,30.630862',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510116',\n",
       "       'name': '双流区',\n",
       "       'center': '103.922706,30.573243',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510117',\n",
       "       'name': '郫都区',\n",
       "       'center': '103.887842,30.808752',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510106',\n",
       "       'name': '金牛区',\n",
       "       'center': '104.043487,30.692058',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510114',\n",
       "       'name': '新都区',\n",
       "       'center': '104.16022,30.824223',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510112',\n",
       "       'name': '龙泉驿区',\n",
       "       'center': '104.269181,30.56065',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510108',\n",
       "       'name': '成华区',\n",
       "       'center': '104.103077,30.660275',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510104',\n",
       "       'name': '锦江区',\n",
       "       'center': '104.080989,30.657689',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '028',\n",
       "       'adcode': '510105',\n",
       "       'name': '青羊区',\n",
       "       'center': '104.055731,30.667648',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0833',\n",
       "     'adcode': '511100',\n",
       "     'name': '乐山市',\n",
       "     'center': '103.761263,29.582024',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0833',\n",
       "       'adcode': '511126',\n",
       "       'name': '夹江县',\n",
       "       'center': '103.578862,29.741019',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0833',\n",
       "       'adcode': '511112',\n",
       "       'name': '五通桥区',\n",
       "       'center': '103.816837,29.406186',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0833',\n",
       "       'adcode': '511111',\n",
       "       'name': '沙湾区',\n",
       "       'center': '103.549961,29.416536',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0833',\n",
       "       'adcode': '511124',\n",
       "       'name': '井研县',\n",
       "       'center': '104.06885,29.651645',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0833',\n",
       "       'adcode': '511132',\n",
       "       'name': '峨边彝族自治县',\n",
       "       'center': '103.262148,29.230271',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0833',\n",
       "       'adcode': '511113',\n",
       "       'name': '金口河区',\n",
       "       'center': '103.077831,29.24602',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0833',\n",
       "       'adcode': '511133',\n",
       "       'name': '马边彝族自治县',\n",
       "       'center': '103.546851,28.838933',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0833',\n",
       "       'adcode': '511123',\n",
       "       'name': '犍为县',\n",
       "       'center': '103.944266,29.209782',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0833',\n",
       "       'adcode': '511129',\n",
       "       'name': '沐川县',\n",
       "       'center': '103.90211,28.956338',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0833',\n",
       "       'adcode': '511102',\n",
       "       'name': '市中区',\n",
       "       'center': '103.75539,29.588327',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0833',\n",
       "       'adcode': '511181',\n",
       "       'name': '峨眉山市',\n",
       "       'center': '103.492488,29.597478',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0835',\n",
       "     'adcode': '511800',\n",
       "     'name': '雅安市',\n",
       "     'center': '103.001033,29.987722',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0835',\n",
       "       'adcode': '511825',\n",
       "       'name': '天全县',\n",
       "       'center': '102.763462,30.059955',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0835',\n",
       "       'adcode': '511826',\n",
       "       'name': '芦山县',\n",
       "       'center': '102.924016,30.152907',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0835',\n",
       "       'adcode': '511827',\n",
       "       'name': '宝兴县',\n",
       "       'center': '102.813377,30.369026',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0835',\n",
       "       'adcode': '511802',\n",
       "       'name': '雨城区',\n",
       "       'center': '103.003398,29.981831',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0835',\n",
       "       'adcode': '511822',\n",
       "       'name': '荥经县',\n",
       "       'center': '102.844674,29.795529',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0835',\n",
       "       'adcode': '511824',\n",
       "       'name': '石棉县',\n",
       "       'center': '102.35962,29.234063',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0835',\n",
       "       'adcode': '511823',\n",
       "       'name': '汉源县',\n",
       "       'center': '102.677145,29.349915',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0835',\n",
       "       'adcode': '511803',\n",
       "       'name': '名山区',\n",
       "       'center': '103.112214,30.084718',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0830',\n",
       "     'adcode': '510500',\n",
       "     'name': '泸州市',\n",
       "     'center': '105.443348,28.889138',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0830',\n",
       "       'adcode': '510504',\n",
       "       'name': '龙马潭区',\n",
       "       'center': '105.435228,28.897572',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0830',\n",
       "       'adcode': '510524',\n",
       "       'name': '叙永县',\n",
       "       'center': '105.437775,28.167919',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0830',\n",
       "       'adcode': '510503',\n",
       "       'name': '纳溪区',\n",
       "       'center': '105.37721,28.77631',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0830',\n",
       "       'adcode': '510521',\n",
       "       'name': '泸县',\n",
       "       'center': '105.376335,29.151288',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0830',\n",
       "       'adcode': '510525',\n",
       "       'name': '古蔺县',\n",
       "       'center': '105.813359,28.03948',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0830',\n",
       "       'adcode': '510502',\n",
       "       'name': '江阳区',\n",
       "       'center': '105.445131,28.882889',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0830',\n",
       "       'adcode': '510522',\n",
       "       'name': '合江县',\n",
       "       'center': '105.834098,28.810325',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0834',\n",
       "     'adcode': '513400',\n",
       "     'name': '凉山彝族自治州',\n",
       "     'center': '102.258746,27.886762',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0834',\n",
       "       'adcode': '513431',\n",
       "       'name': '昭觉县',\n",
       "       'center': '102.843991,28.010554',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513436',\n",
       "       'name': '美姑县',\n",
       "       'center': '103.132007,28.327946',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513435',\n",
       "       'name': '甘洛县',\n",
       "       'center': '102.775924,28.977094',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513426',\n",
       "       'name': '会东县',\n",
       "       'center': '102.578985,26.630713',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513430',\n",
       "       'name': '金阳县',\n",
       "       'center': '103.248704,27.695916',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513432',\n",
       "       'name': '喜德县',\n",
       "       'center': '102.412342,28.305486',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513401',\n",
       "       'name': '西昌市',\n",
       "       'center': '102.258758,27.885786',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513433',\n",
       "       'name': '冕宁县',\n",
       "       'center': '102.170046,28.550844',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513434',\n",
       "       'name': '越西县',\n",
       "       'center': '102.508875,28.639632',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513423',\n",
       "       'name': '盐源县',\n",
       "       'center': '101.508909,27.423415',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513422',\n",
       "       'name': '木里藏族自治县',\n",
       "       'center': '101.280184,27.926859',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513428',\n",
       "       'name': '普格县',\n",
       "       'center': '102.541082,27.376828',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513425',\n",
       "       'name': '会理县',\n",
       "       'center': '102.249548,26.658702',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513437',\n",
       "       'name': '雷波县',\n",
       "       'center': '103.571584,28.262946',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513429',\n",
       "       'name': '布拖县',\n",
       "       'center': '102.808801,27.709062',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513424',\n",
       "       'name': '德昌县',\n",
       "       'center': '102.178845,27.403827',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0834',\n",
       "       'adcode': '513427',\n",
       "       'name': '宁南县',\n",
       "       'center': '102.757374,27.065205',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0831',\n",
       "     'adcode': '511500',\n",
       "     'name': '宜宾市',\n",
       "     'center': '104.630825,28.760189',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0831',\n",
       "       'adcode': '511523',\n",
       "       'name': '江安县',\n",
       "       'center': '105.068697,28.728102',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0831',\n",
       "       'adcode': '511526',\n",
       "       'name': '珙县',\n",
       "       'center': '104.712268,28.449041',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0831',\n",
       "       'adcode': '511529',\n",
       "       'name': '屏山县',\n",
       "       'center': '104.162617,28.64237',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0831',\n",
       "       'adcode': '511503',\n",
       "       'name': '南溪区',\n",
       "       'center': '104.981133,28.839806',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0831',\n",
       "       'adcode': '511502',\n",
       "       'name': '翠屏区',\n",
       "       'center': '104.630231,28.760179',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0831',\n",
       "       'adcode': '511524',\n",
       "       'name': '长宁县',\n",
       "       'center': '104.921116,28.577271',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0831',\n",
       "       'adcode': '511525',\n",
       "       'name': '高县',\n",
       "       'center': '104.519187,28.435676',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0831',\n",
       "       'adcode': '511528',\n",
       "       'name': '兴文县',\n",
       "       'center': '105.236549,28.302988',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0831',\n",
       "       'adcode': '511527',\n",
       "       'name': '筠连县',\n",
       "       'center': '104.507848,28.162017',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0831',\n",
       "       'adcode': '511504',\n",
       "       'name': '叙州区',\n",
       "       'center': '104.541489,28.695678',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0812',\n",
       "     'adcode': '510400',\n",
       "     'name': '攀枝花市',\n",
       "     'center': '101.716007,26.580446',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0812',\n",
       "       'adcode': '510421',\n",
       "       'name': '米易县',\n",
       "       'center': '102.109877,26.887474',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0812',\n",
       "       'adcode': '510411',\n",
       "       'name': '仁和区',\n",
       "       'center': '101.737916,26.497185',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0812',\n",
       "       'adcode': '510403',\n",
       "       'name': '西区',\n",
       "       'center': '101.637969,26.596776',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0812',\n",
       "       'adcode': '510402',\n",
       "       'name': '东区',\n",
       "       'center': '101.715134,26.580887',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0812',\n",
       "       'adcode': '510422',\n",
       "       'name': '盐边县',\n",
       "       'center': '101.851848,26.677619',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0837',\n",
       "     'adcode': '513200',\n",
       "     'name': '阿坝藏族羌族自治州',\n",
       "     'center': '102.221374,31.899792',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0837',\n",
       "       'adcode': '513231',\n",
       "       'name': '阿坝县',\n",
       "       'center': '101.700985,32.904223',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0837',\n",
       "       'adcode': '513232',\n",
       "       'name': '若尔盖县',\n",
       "       'center': '102.963726,33.575934',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0837',\n",
       "       'adcode': '513225',\n",
       "       'name': '九寨沟县',\n",
       "       'center': '104.236344,33.262097',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0837',\n",
       "       'adcode': '513233',\n",
       "       'name': '红原县',\n",
       "       'center': '102.544906,32.793902',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0837',\n",
       "       'adcode': '513201',\n",
       "       'name': '马尔康市',\n",
       "       'center': '102.221187,31.899761',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0837',\n",
       "       'adcode': '513222',\n",
       "       'name': '理县',\n",
       "       'center': '103.165486,31.436764',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0837',\n",
       "       'adcode': '513228',\n",
       "       'name': '黑水县',\n",
       "       'center': '102.990805,32.061721',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0837',\n",
       "       'adcode': '513221',\n",
       "       'name': '汶川县',\n",
       "       'center': '103.580675,31.47463',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0837',\n",
       "       'adcode': '513226',\n",
       "       'name': '金川县',\n",
       "       'center': '102.064647,31.476356',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0837',\n",
       "       'adcode': '513224',\n",
       "       'name': '松潘县',\n",
       "       'center': '103.599177,32.63838',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0837',\n",
       "       'adcode': '513223',\n",
       "       'name': '茂县',\n",
       "       'center': '103.850684,31.680407',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0837',\n",
       "       'adcode': '513227',\n",
       "       'name': '小金县',\n",
       "       'center': '102.363193,30.999016',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0837',\n",
       "       'adcode': '513230',\n",
       "       'name': '壤塘县',\n",
       "       'center': '100.979136,32.264887',\n",
       "       'level': 'district',\n",
       "       'districts': []}]},\n",
       "    {'citycode': '0836',\n",
       "     'adcode': '513300',\n",
       "     'name': '甘孜藏族自治州',\n",
       "     'center': '101.963815,30.050663',\n",
       "     'level': 'city',\n",
       "     'districts': [{'citycode': '0836',\n",
       "       'adcode': '513332',\n",
       "       'name': '石渠县',\n",
       "       'center': '98.100887,32.975302',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513328',\n",
       "       'name': '甘孜县',\n",
       "       'center': '99.991753,31.61975',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513335',\n",
       "       'name': '巴塘县',\n",
       "       'center': '99.109037,30.005723',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513329',\n",
       "       'name': '新龙县',\n",
       "       'center': '100.312094,30.93896',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513326',\n",
       "       'name': '道孚县',\n",
       "       'center': '101.123327,30.978767',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513325',\n",
       "       'name': '雅江县',\n",
       "       'center': '101.015735,30.03225',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513331',\n",
       "       'name': '白玉县',\n",
       "       'center': '98.824343,31.208805',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513334',\n",
       "       'name': '理塘县',\n",
       "       'center': '100.269862,29.991807',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513301',\n",
       "       'name': '康定市',\n",
       "       'center': '101.964057,30.050738',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513330',\n",
       "       'name': '德格县',\n",
       "       'center': '98.57999,31.806729',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513327',\n",
       "       'name': '炉霍县',\n",
       "       'center': '100.679495,31.392674',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513336',\n",
       "       'name': '乡城县',\n",
       "       'center': '99.799943,28.930855',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513337',\n",
       "       'name': '稻城县',\n",
       "       'center': '100.296689,29.037544',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513338',\n",
       "       'name': '得荣县',\n",
       "       'center': '99.288036,28.71134',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513324',\n",
       "       'name': '九龙县',\n",
       "       'center': '101.506942,29.001975',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513333',\n",
       "       'name': '色达县',\n",
       "       'center': '100.331657,32.268777',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513323',\n",
       "       'name': '丹巴县',\n",
       "       'center': '101.886125,30.877083',\n",
       "       'level': 'district',\n",
       "       'districts': []},\n",
       "      {'citycode': '0836',\n",
       "       'adcode': '513322',\n",
       "       'name': '泸定县',\n",
       "       'center': '102.233225,29.912482',\n",
       "       'level': 'district',\n",
       "       'districts': []}]}]}]}"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def district(keywords:str,subdistrict=None,extensions='base')->dict:\n",
    "    \"\"\"输入关键词可查询下级行政区域\"\"\"\n",
    "    url = 'https://restapi.amap.com/v3/config/district?parameters'\n",
    "    params={\n",
    "        'key':key,\n",
    "        'keywords':keywords,\n",
    "        'subdistrict':\"2\",\n",
    "        'extensions':\"all\",\n",
    "        'output':'json'\n",
    "    }\n",
    "    response = requests.get(url,params=params)\n",
    "    data = response.json()\n",
    "    return data\n",
    "\n",
    "district('四川')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 搜索POI\n",
    "- 搜索服务API是一类简单的HTTP接口，提供多种查询POI信息的能力，其中包括关键字搜索、周边搜索、多边形搜索、ID查询四种筛选机制。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'count': '163',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'suggestion': {'keywords': [], 'cities': []},\n",
       " 'pois': [{'id': 'B001787565',\n",
       "   'parent': 'B0FFJFP3Z9',\n",
       "   'childtype': '309',\n",
       "   'name': '重庆大学C区',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '渝碚路131号',\n",
       "   'location': '106.453641,29.560138',\n",
       "   'tel': '023-65118112',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': '4.0', 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '沙坪坝区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/1875570b8112041554a5a213d8c74ac3',\n",
       "     'provider': [],\n",
       "     'title': '外景图'},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/b27334ed57c1200b2f88abef8a4dc4b8',\n",
       "     'provider': [],\n",
       "     'title': '外景图'},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/b6da655b5144cecd987e7706cc3197e6',\n",
       "     'provider': [],\n",
       "     'title': '外景图'}]},\n",
       "  {'id': 'B001781YKK',\n",
       "   'parent': 'B0FFJFP3Z9',\n",
       "   'childtype': '309',\n",
       "   'name': '重庆大学A区',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '沙坪坝正街174号',\n",
       "   'location': '106.468812,29.564912',\n",
       "   'tel': '023-65102348;023-65102222;023-65102371',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '沙坪坝区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/38c6da60f2a0b3f769c21631d566ffed',\n",
       "     'provider': [],\n",
       "     'title': '外景图'},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/4faaaa0cbd4b8c3297782f2c6c71681b',\n",
       "     'provider': [],\n",
       "     'title': '外景图'},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/6d05192807f744df6c479c9faad7637d',\n",
       "     'provider': [],\n",
       "     'title': '外景图'}]},\n",
       "  {'id': 'B0FFG35J0A',\n",
       "   'parent': 'B00178UKQR',\n",
       "   'childtype': '309',\n",
       "   'name': '重庆电子工程职业学院国家职业技能鉴定数据恢复工程师实操鉴定专用场',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '明德路北200米',\n",
       "   'location': '106.325510,29.623718',\n",
       "   'tel': [],\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': '3.0', 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '沙坪坝区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/eb4d308bd2de038c189ab7ead89bd14e',\n",
       "     'provider': [],\n",
       "     'title': []}]},\n",
       "  {'id': 'B0FFFD1NYG',\n",
       "   'parent': 'B0FFJXY5F9',\n",
       "   'childtype': '309',\n",
       "   'name': '重庆理工大学两江校区',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '普福大道459号',\n",
       "   'location': '106.791199,29.710661',\n",
       "   'tel': '023-62565017',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': '3.0', 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '渝北区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/9e8d284976a8caf8207f4915de34e688',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/35c5f6cfac239465d74d6e375dd8f81c',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/c169017fcfb5f6c204e4bf4193653679',\n",
       "     'provider': [],\n",
       "     'title': []}]},\n",
       "  {'id': 'B0017875LP',\n",
       "   'parent': [],\n",
       "   'childtype': [],\n",
       "   'name': '西南大学',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '天生路2号',\n",
       "   'location': '106.42293,29.82185',\n",
       "   'tel': '023-68252315;023-68251276',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '北碚区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/9639614719fa2d07b3de7679ce147543',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/de9b3cdb614b51099152e763a66dd13c',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/4b4706cbf698b84d2c891358b0bb76b2',\n",
       "     'provider': [],\n",
       "     'title': []}]},\n",
       "  {'id': 'B001786TUE',\n",
       "   'parent': [],\n",
       "   'childtype': [],\n",
       "   'name': '四川美术学院(黄桷坪校区)',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '黄桷坪正街108号',\n",
       "   'location': '106.541225,29.48773',\n",
       "   'tel': '023-86180888;023-86181033',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '九龙坡区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/95dac5987884dd0f3ea2eaeb15730253',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/e089c104b73c6ac04401f909e4d72d0e',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/94fbe59106922e16664781451c143687',\n",
       "     'provider': [],\n",
       "     'title': []}]},\n",
       "  {'id': 'B00170L2OT',\n",
       "   'parent': [],\n",
       "   'childtype': [],\n",
       "   'name': '重庆交通大学(大坪分部)',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '大黄路107号',\n",
       "   'location': '106.526301,29.53481',\n",
       "   'tel': [],\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': '3.0', 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '渝中区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/beb9c60d1aea38848a303ed0e94ee625',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/0ab97cf77e7eb89690a9f61157adfd47',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/e6b294b0f93e535a2a8796d3b4dc3621',\n",
       "     'provider': [],\n",
       "     'title': []}]},\n",
       "  {'id': 'B00170B2FY',\n",
       "   'parent': 'B0FFKPSW5P',\n",
       "   'childtype': '309',\n",
       "   'name': '重庆理工大学花溪校区',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '红光大道69号',\n",
       "   'location': '106.529813,29.452537',\n",
       "   'tel': '023-68822995;023-62563211;023-62563809',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '巴南区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/e22ddcfcfadaac1ba713aec0a4b25aa4',\n",
       "     'provider': [],\n",
       "     'title': '外景图'},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/184d21ee80a888d8229b7d2066e3b962',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/5e7dfa88baa87637ee03a419c92b07e3',\n",
       "     'provider': [],\n",
       "     'title': '外景图'}]},\n",
       "  {'id': 'B00170HZ78',\n",
       "   'parent': [],\n",
       "   'childtype': [],\n",
       "   'name': '重庆师范大学大学城校区',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '虎溪镇大学城中路37号',\n",
       "   'location': '106.29989,29.612734',\n",
       "   'tel': '023-65911111',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '沙坪坝区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/7a8103d82009ccddf356d7b0fad66257',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/22c3db712ad8a674e7307eb3fe22a8b6',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/a397476a5e6d4427e8d54cca149aa6c1',\n",
       "     'provider': [],\n",
       "     'title': []}]},\n",
       "  {'id': 'B00178204J',\n",
       "   'parent': [],\n",
       "   'childtype': [],\n",
       "   'name': '重庆师范大学',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '天陈路12号',\n",
       "   'location': '106.455708,29.556978',\n",
       "   'tel': '023-65360080;023-65362555',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '沙坪坝区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/05ea503d47ffae4f11b0da21476216f0',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/e2a62973c4e6681dc5d7933c869ba801',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/570f10297ac63a0efb0a2149',\n",
       "     'provider': [],\n",
       "     'title': []}]},\n",
       "  {'id': 'B00170C5Z4',\n",
       "   'parent': [],\n",
       "   'childtype': [],\n",
       "   'name': '重庆邮电大学',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '崇文路2号',\n",
       "   'location': '106.607617,29.530807',\n",
       "   'tel': '023-62468662;023-62468661;023-62461003',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '南岸区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/a8ada4335253f4603b14273ba0182c7f',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/231b5bae62948d49dd31c029552db74d',\n",
       "     'provider': [],\n",
       "     'title': '内景图'},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/4c0739875005a17ce11af618ebd93af3',\n",
       "     'provider': [],\n",
       "     'title': []}]},\n",
       "  {'id': 'B0FFG4RMHA',\n",
       "   'parent': [],\n",
       "   'childtype': [],\n",
       "   'name': '重庆工商大学融智学院巴南校区',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '龙洲湾街道尚文大道906号',\n",
       "   'location': '106.526525,29.345425',\n",
       "   'tel': '023-88968651',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '巴南区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/1a462bac3f7bd2a413ac3db7df8abfdd',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/4a79d73292c56a641e1823482b3936a3',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/d2b53dd14041108b0bc28a3971e58c11',\n",
       "     'provider': [],\n",
       "     'title': []}]},\n",
       "  {'id': 'B0FFFGNW5Y',\n",
       "   'parent': [],\n",
       "   'childtype': [],\n",
       "   'name': '重庆化工职业学院(长寿校区)',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '菩提东路',\n",
       "   'location': '107.052101,29.87624',\n",
       "   'tel': '023-67850164',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '长寿区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/b033d8322cc5d705fca8d090dd05c506',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/ba32b00ba1d513fb98bd030ab6f990d8',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/dedd36654eef1ffe525643e15290b0f7',\n",
       "     'provider': [],\n",
       "     'title': []}]},\n",
       "  {'id': 'B0FFFAMDW9',\n",
       "   'parent': [],\n",
       "   'childtype': [],\n",
       "   'name': '重庆工程职业技术学院',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '南北大道1号',\n",
       "   'location': '106.250769,29.338749',\n",
       "   'tel': '023-65210516',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '江津区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/b482e3c339b1d3fd237a77ef97ed4f64',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/7c6c84f93e6a66b21c89aaaaa02458e0',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/c6f5ea4f1ac787bbd302df04b1cbe510',\n",
       "     'provider': [],\n",
       "     'title': []}]},\n",
       "  {'id': 'B00179639Y',\n",
       "   'parent': [],\n",
       "   'childtype': [],\n",
       "   'name': '重庆建筑工程职业学院',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '梨花大道857号',\n",
       "   'location': '106.663654,29.549364',\n",
       "   'tel': '023-61968100;023-61968188',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '南岸区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://aos-cdn-image.amap.com/sns/ugccomment/fd51d89b-a150-47d9-87d6-7a6777714879.jpg',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://aos-cdn-image.amap.com/sns/ugccomment/f85169bd-d4c0-40d7-b514-ed9b86bcc029.jpg',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://aos-cdn-image.amap.com/sns/ugccomment/6252c023-f597-4271-a50f-c92dee74a7a2.jpg',\n",
       "     'provider': [],\n",
       "     'title': []}]},\n",
       "  {'id': 'B00178YCM0',\n",
       "   'parent': [],\n",
       "   'childtype': [],\n",
       "   'name': '重庆信息技术职业学院',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '金龙平湖路88号',\n",
       "   'location': '108.37929,30.787609',\n",
       "   'tel': '023-58193588;023-58418666',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '万州区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://aos-cdn-image.amap.com/sns/ugccomment/2f3d1093-10bf-4c18-b350-5757237e6db8.jpg',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/92f352faf778f5c5d52f5d5e9d6ecc78',\n",
       "     'provider': [],\n",
       "     'title': []}]},\n",
       "  {'id': 'B00178XC3X',\n",
       "   'parent': [],\n",
       "   'childtype': [],\n",
       "   'name': '重庆能源职业学院',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '福星大道2号',\n",
       "   'location': '106.306506,29.424163',\n",
       "   'tel': '023-68576066;023-63430310',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '江津区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/13d5c7c3f6fa37055274da301cdb44a5',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/ba38b52e9b81118f958346cf73273050',\n",
       "     'provider': [],\n",
       "     'title': []}]},\n",
       "  {'id': 'B00178X99Z',\n",
       "   'parent': [],\n",
       "   'childtype': [],\n",
       "   'name': '重庆交通大学双福校区',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '福星大道1号',\n",
       "   'location': '106.315918,29.420552',\n",
       "   'tel': '023-63430005;023-63430063',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '江津区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/51b02dcf30885a54ee35d8af95b7ed18',\n",
       "     'provider': [],\n",
       "     'title': '外景图'},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/03ff15ea661d23cfad4c0cb0c9e6af3e',\n",
       "     'provider': [],\n",
       "     'title': '外景图'},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/e1c422b5265e362d0827af5dcba149f4',\n",
       "     'provider': [],\n",
       "     'title': '外景图'}]},\n",
       "  {'id': 'B00178UILC',\n",
       "   'parent': [],\n",
       "   'childtype': [],\n",
       "   'name': '重庆工贸职业技术学院',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '涪南路108号',\n",
       "   'location': '107.362991,29.645875',\n",
       "   'tel': '023-72806333',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '涪陵区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/11fa832f9aa88a28083afb736196a4a5',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/ff888b0d561238a8e53062cd9283ee27',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/5e69bdf3c4ff4a3f5db7752a8dba5e85',\n",
       "     'provider': [],\n",
       "     'title': []}]},\n",
       "  {'id': 'B00178UHJN',\n",
       "   'parent': [],\n",
       "   'childtype': [],\n",
       "   'name': '重庆轻工职业学院',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'typecode': '141201',\n",
       "   'biz_type': [],\n",
       "   'address': '含谷镇宝洪村4号附88号',\n",
       "   'location': '106.372014,29.533977',\n",
       "   'tel': '023-61738002',\n",
       "   'distance': [],\n",
       "   'biz_ext': {'rating': [], 'cost': []},\n",
       "   'pname': '重庆市',\n",
       "   'cityname': '重庆市',\n",
       "   'adname': '九龙坡区',\n",
       "   'importance': [],\n",
       "   'shopid': [],\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'photos': [{'url': 'http://store.is.autonavi.com/showpic/15bdd3dd1f30de3b47fbf3818d93eccb',\n",
       "     'provider': [],\n",
       "     'title': []},\n",
       "    {'url': 'http://store.is.autonavi.com/showpic/0ace8069d29fb8d40e5b88f4836f4163',\n",
       "     'provider': [],\n",
       "     'title': []}]}]}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#  注意函数默认参数可留给使用人选择\n",
    "def keywords_POI(keywords,city,types=None,children=None)->dict:\n",
    "    url='https://restapi.amap.com/v3/place/text?parameters'\n",
    "    params={\n",
    "        'key':key,\n",
    "        'keywords':keywords,\n",
    "        'city':city,\n",
    "        'types':types,\n",
    "        'children':children,\n",
    "        'output':'json',\n",
    "    }\n",
    "    response = requests.get(url,params=params)\n",
    "    data = response.json()\n",
    "    return data\n",
    "\n",
    "keywords_POI(\"大学\",\"重庆市\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### IP定位\n",
    "- IP定位是一个简单的HTTP接口，根据用户输入的IP地址，能够快速的帮用户定位IP的所在位置。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ip:218.168.50.2\n",
      "省份：台湾省\n",
      "地区：台湾省\n",
      "地理编码：710000\n",
      "经纬度： 117.5295711,20.32575407;126.4406848,27.37093839\n"
     ]
    }
   ],
   "source": [
    "def ip(ip:str):\n",
    "    parameters = {\n",
    "        'key':key,\n",
    "        'ip':ip,\n",
    "        'output':'json'\n",
    "    }\n",
    "    r = requests.get (\"https://restapi.amap.com/v3/ip?parameters\", params=parameters)\n",
    "    data = r.json()\n",
    "    del data['status']\n",
    "    del data['info']\n",
    "    df = [\"省份：%s\"%(data['province']),\"地区：%s\"%(data['city']),\"地理编码：%s\"%(data['adcode']),\"经纬度： %s\"%(data['rectangle'])]\n",
    "    print(\"ip:\"+ip)\n",
    "    for i in df:\n",
    "        print(i)\n",
    "    return    \n",
    "    \n",
    "ip(\"218.168.50.2\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 批量请求接口\n",
    "- 批量接口通过用户传入合并后的请求，同时返回多个请求的顺序集合，目前最多支持20个子请求。 返回的顺序与子请求的顺序一致。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'status': 200,\n",
       "  'body': {'suggestion': {'keywords': {}, 'cities': {}},\n",
       "   'info': 'OK',\n",
       "   'status': '1',\n",
       "   'count': '388',\n",
       "   'pois': [{'typecode': '080105',\n",
       "     'adname': '白云区',\n",
       "     'biz_type': {},\n",
       "     'id': 'B0FFF4WQPK',\n",
       "     'pname': '广东省',\n",
       "     'importance': {},\n",
       "     'parent': 'B00140WEMJ',\n",
       "     'location': '113.291511,23.201070',\n",
       "     'distance': '117',\n",
       "     'tel': {},\n",
       "     'biz_ext': {'rating': {}, 'cost': {}},\n",
       "     'shopid': {},\n",
       "     'address': '云溪东路与云溪五路交叉口东100米',\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': {},\n",
       "     'type': '体育休闲服务;运动场馆;足球场',\n",
       "     'shopinfo': '0',\n",
       "     'name': '广东外语外贸大学(北校区)-足球场',\n",
       "     'childtype': '309'},\n",
       "    {'typecode': '080100',\n",
       "     'adname': '白云区',\n",
       "     'biz_type': {},\n",
       "     'id': 'B0FFF4UFRZ',\n",
       "     'pname': '广东省',\n",
       "     'importance': {},\n",
       "     'parent': 'B00140WEMJ',\n",
       "     'location': '113.291510,23.201069',\n",
       "     'distance': '117',\n",
       "     'tel': {},\n",
       "     'biz_ext': {'rating': {}, 'cost': {}},\n",
       "     'shopid': {},\n",
       "     'address': '广东外语外贸大学校内',\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': {},\n",
       "     'type': '体育休闲服务;运动场馆;运动场所',\n",
       "     'shopinfo': '0',\n",
       "     'name': '广东外语外贸大学田径场',\n",
       "     'childtype': '309'},\n",
       "    {'typecode': '080112',\n",
       "     'adname': '白云区',\n",
       "     'biz_type': {},\n",
       "     'id': 'B0FFHK55NE',\n",
       "     'pname': '广东省',\n",
       "     'importance': {},\n",
       "     'parent': 'B00140WEMJ',\n",
       "     'location': '113.293368,23.203826',\n",
       "     'distance': '389',\n",
       "     'tel': {},\n",
       "     'biz_ext': {'rating': {}, 'cost': {}},\n",
       "     'shopid': {},\n",
       "     'address': '白云大道北2号',\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': {},\n",
       "     'type': '体育休闲服务;运动场馆;乒乓球馆',\n",
       "     'shopinfo': '0',\n",
       "     'name': '广东外语外贸大学(北校区)-乒乓球室',\n",
       "     'childtype': '309'},\n",
       "    {'typecode': '141201|080500',\n",
       "     'adname': '白云区',\n",
       "     'biz_type': {},\n",
       "     'id': 'B0FFG8PXI1',\n",
       "     'pname': '广东省',\n",
       "     'importance': {},\n",
       "     'parent': 'B00140WEMJ',\n",
       "     'location': '113.296635,23.199263',\n",
       "     'distance': '449',\n",
       "     'tel': {},\n",
       "     'biz_ext': {'rating': '3.5', 'cost': {}},\n",
       "     'shopid': {},\n",
       "     'address': '白云大道北2号',\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': {},\n",
       "     'type': '科教文化服务;学校;高等院校|体育休闲服务;休闲场所;休闲场所',\n",
       "     'shopinfo': '0',\n",
       "     'name': '广东外语外贸大学教工活动中心',\n",
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       "     'adname': '白云区',\n",
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       "     'id': 'B0FFGJAVXI',\n",
       "     'pname': '广东省',\n",
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       "     'tel': {},\n",
       "     'biz_ext': {'rating': {}, 'cost': {}},\n",
       "     'shopid': {},\n",
       "     'address': '白云大道北2号',\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': {},\n",
       "     'type': '体育休闲服务;运动场馆;综合体育馆',\n",
       "     'shopinfo': '0',\n",
       "     'name': '广东外语外贸大学北校区体育馆',\n",
       "     'childtype': '309'},\n",
       "    {'typecode': '080110',\n",
       "     'adname': '白云区',\n",
       "     'biz_type': {},\n",
       "     'id': 'B0FFHJI70H',\n",
       "     'pname': '广东省',\n",
       "     'importance': {},\n",
       "     'parent': 'B00140WEMJ',\n",
       "     'location': '113.295014,23.204705',\n",
       "     'distance': '543',\n",
       "     'tel': {},\n",
       "     'biz_ext': {'rating': {}, 'cost': {}},\n",
       "     'shopid': {},\n",
       "     'address': '白云大道北2号',\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': {},\n",
       "     'type': '体育休闲服务;运动场馆;游泳馆',\n",
       "     'shopinfo': '0',\n",
       "     'name': '广东外语外贸大学(北校区)-游泳场',\n",
       "     'childtype': '309'},\n",
       "    {'typecode': '080000',\n",
       "     'adname': '白云区',\n",
       "     'biz_type': {},\n",
       "     'id': 'B0FFK55YZN',\n",
       "     'pname': '广东省',\n",
       "     'importance': {},\n",
       "     'parent': {},\n",
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       "     'tel': {},\n",
       "     'biz_ext': {'rating': {}, 'cost': {}},\n",
       "     'shopid': {},\n",
       "     'address': {},\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': {},\n",
       "     'type': '体育休闲服务;体育休闲服务场所;体育休闲服务场所',\n",
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       "     'adname': '白云区',\n",
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       "     'id': 'B0FFHWXLEA',\n",
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       "     'tel': {},\n",
       "     'biz_ext': {'seat_ordering': '0', 'rating': {}, 'cost': {}},\n",
       "     'shopid': {},\n",
       "     'address': '白云大道北47号附近',\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': [{'url': 'http://store.is.autonavi.com/showpic/cd39bec899438c428774dcd0eced4ca2',\n",
       "       'title': {},\n",
       "       'provider': {}}],\n",
       "     'type': '体育休闲服务;影剧院;剧场',\n",
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       "     'name': '顶尖人演艺大厅',\n",
       "     'childtype': {}},\n",
       "    {'typecode': '080000',\n",
       "     'adname': '白云区',\n",
       "     'biz_type': {},\n",
       "     'id': 'B0FFM4VDRG',\n",
       "     'pname': '广东省',\n",
       "     'importance': {},\n",
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       "     'biz_ext': {'rating': {}, 'cost': {}},\n",
       "     'shopid': {},\n",
       "     'address': '丛云路68号云山会馆5号楼',\n",
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       "     'cityname': '广州市',\n",
       "     'photos': {},\n",
       "     'type': '体育休闲服务;体育休闲服务场所;体育休闲服务场所',\n",
       "     'shopinfo': '0',\n",
       "     'name': '今令企业家俱乐部',\n",
       "     'childtype': {}},\n",
       "    {'typecode': '080304',\n",
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       "     'id': 'B0FFFA79RW',\n",
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       "     'biz_ext': {'rating': {}, 'cost': {}},\n",
       "     'shopid': {},\n",
       "     'address': '云山会馆',\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': {},\n",
       "     'type': '体育休闲服务;娱乐场所;酒吧',\n",
       "     'shopinfo': '0',\n",
       "     'name': '冰玲珑品酒私厨汇',\n",
       "     'childtype': {}}],\n",
       "   'infocode': '10000'},\n",
       "  'header': {'gsid': '010185096027158765004830000022827792495',\n",
       "   'Vary': 'Accept-Encoding',\n",
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       "   'X-Powered-By': 'ring/1.0.0'}},\n",
       " {'status': 200,\n",
       "  'body': {'suggestion': {'keywords': {}, 'cities': {}},\n",
       "   'info': 'OK',\n",
       "   'status': '1',\n",
       "   'count': '30',\n",
       "   'pois': [{'typecode': '080101',\n",
       "     'adname': '从化区',\n",
       "     'biz_type': {},\n",
       "     'id': 'B0FFF4TMDF',\n",
       "     'pname': '广东省',\n",
       "     'importance': {},\n",
       "     'parent': 'B0FFLJV96P',\n",
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       "     'tel': {},\n",
       "     'biz_ext': {'rating': '3.5', 'cost': {}},\n",
       "     'shopid': {},\n",
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       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': [{'url': 'http://store.is.autonavi.com/showpic/782257de3a3fbc5973788e7f99a40f96',\n",
       "       'title': {},\n",
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       "      {'url': 'http://store.is.autonavi.com/showpic/9a95312ebe3f45d95479c002c7def7eb',\n",
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       "     'biz_ext': {'rating': {}, 'cost': {}},\n",
       "     'shopid': {},\n",
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       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': {},\n",
       "     'type': '体育休闲服务;体育休闲服务场所;体育休闲服务场所',\n",
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       "     'importance': {},\n",
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       "     'tel': {},\n",
       "     'biz_ext': {'rating': '3.5', 'cost': {}},\n",
       "     'shopid': {},\n",
       "     'address': {},\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': {},\n",
       "     'type': '体育休闲服务;休闲场所;休闲场所',\n",
       "     'shopinfo': '0',\n",
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       "     'childtype': {}},\n",
       "    {'typecode': '080401',\n",
       "     'adname': '从化区',\n",
       "     'biz_type': {},\n",
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       "     'pname': '广东省',\n",
       "     'importance': {},\n",
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       "     'biz_ext': {'rating': '3.0', 'cost': '50.00'},\n",
       "     'shopid': {},\n",
       "     'address': '从化温泉镇温泉交警中队前行200米右转',\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': [{'url': 'http://store.is.autonavi.com/showpic/b99fb097eba97046e77d98caa9d961aa',\n",
       "       'title': {},\n",
       "       'provider': {}},\n",
       "      {'url': 'http://store.is.autonavi.com/showpic/762f9140962d8f5b322134d196e0abd7',\n",
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       "      {'url': 'http://store.is.autonavi.com/showpic/c18074c9a4accec41e0a0ecfc60e8f88',\n",
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       "     'type': '体育休闲服务;度假疗养场所;度假村',\n",
       "     'shopinfo': '0',\n",
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       "     'childtype': {}},\n",
       "    {'typecode': '080401',\n",
       "     'adname': '从化区',\n",
       "     'biz_type': {},\n",
       "     'id': 'B0FFK0TOD2',\n",
       "     'pname': '广东省',\n",
       "     'importance': {},\n",
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       "     'location': '113.665423,23.634228',\n",
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       "     'biz_ext': {'rating': {}, 'cost': {}},\n",
       "     'shopid': {},\n",
       "     'address': 'G45大广高速附近',\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': {},\n",
       "     'type': '体育休闲服务;度假疗养场所;度假村',\n",
       "     'shopinfo': '0',\n",
       "     'name': '富竹度假村',\n",
       "     'childtype': {}},\n",
       "    {'typecode': '080500',\n",
       "     'adname': '从化区',\n",
       "     'biz_type': {},\n",
       "     'id': 'B0FFHEZ497',\n",
       "     'pname': '广东省',\n",
       "     'importance': {},\n",
       "     'parent': {},\n",
       "     'location': '113.664631,23.632219',\n",
       "     'distance': '1495',\n",
       "     'tel': '13710981848',\n",
       "     'biz_ext': {'rating': '3.5', 'cost': '50.00'},\n",
       "     'shopid': {},\n",
       "     'address': '大广高速附近',\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': [{'url': 'http://store.is.autonavi.com/showpic/caebe02e899385c35984b34f0aac53b2',\n",
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       "       'title': {},\n",
       "       'provider': {}},\n",
       "      {'url': 'http://store.is.autonavi.com/showpic/0f1b8ac85e620e7e2ac87d35b124668a',\n",
       "       'title': {},\n",
       "       'provider': {}}],\n",
       "     'type': '体育休闲服务;休闲场所;休闲场所',\n",
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       "     'name': '幸福农庄',\n",
       "     'childtype': {}},\n",
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       "     'pname': '广东省',\n",
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       "     'cityname': '广州市',\n",
       "     'photos': [{'url': 'http://store.is.autonavi.com/showpic/1e2bc27d0e94d762266fc798df33a00a',\n",
       "       'title': {},\n",
       "       'provider': {}},\n",
       "      {'url': 'http://store.is.autonavi.com/showpic/df8f60aca01bc849c23f92683a411655',\n",
       "       'title': {},\n",
       "       'provider': {}},\n",
       "      {'url': 'http://store.is.autonavi.com/showpic/4605de989effcc6bdcd55ee69dde72c5',\n",
       "       'title': {},\n",
       "       'provider': {}}],\n",
       "     'type': '体育休闲服务;体育休闲服务场所;体育休闲服务场所',\n",
       "     'shopinfo': '0',\n",
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       "     'childtype': {}},\n",
       "    {'typecode': '080000',\n",
       "     'adname': '从化区',\n",
       "     'biz_type': {},\n",
       "     'id': 'B0FFIXZM0P',\n",
       "     'pname': '广东省',\n",
       "     'importance': {},\n",
       "     'parent': {},\n",
       "     'location': '113.672906,23.645053',\n",
       "     'distance': '1533',\n",
       "     'tel': '13268333103;13711195371',\n",
       "     'biz_ext': {'rating': '4.0', 'cost': '53.00'},\n",
       "     'shopid': {},\n",
       "     'address': '卫东村105国道旁中山大学南方学院斜对面',\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': [{'url': 'http://store.is.autonavi.com/showpic/a123d5d0c306608f4cafd678508931b7',\n",
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       "      {'url': 'http://store.is.autonavi.com/showpic/0288ecfce1adf4f285542a86fc8ec8bb',\n",
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       "      {'url': 'http://store.is.autonavi.com/showpic/a8a114c01de1e73da7cc70744e01e1ad',\n",
       "       'title': {},\n",
       "       'provider': {}}],\n",
       "     'type': '体育休闲服务;体育休闲服务场所;体育休闲服务场所',\n",
       "     'shopinfo': '0',\n",
       "     'name': '竹园农庄',\n",
       "     'childtype': {}},\n",
       "    {'typecode': '080000',\n",
       "     'adname': '从化区',\n",
       "     'biz_type': {},\n",
       "     'id': 'B0FFIA8UYX',\n",
       "     'pname': '广东省',\n",
       "     'importance': {},\n",
       "     'parent': {},\n",
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       "     'distance': '1673',\n",
       "     'tel': '13360849183',\n",
       "     'biz_ext': {'rating': {}, 'cost': {}},\n",
       "     'shopid': {},\n",
       "     'address': '乌土村上围一队7号',\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': {},\n",
       "     'type': '体育休闲服务;体育休闲服务场所;体育休闲服务场所',\n",
       "     'shopinfo': '0',\n",
       "     'name': '从化新豪俊休闲娱乐中心',\n",
       "     'childtype': {}},\n",
       "    {'typecode': '080000',\n",
       "     'adname': '从化区',\n",
       "     'biz_type': {},\n",
       "     'id': 'B0FFK8SLFJ',\n",
       "     'pname': '广东省',\n",
       "     'importance': {},\n",
       "     'parent': {},\n",
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       "     'distance': '1755',\n",
       "     'tel': '13926136515',\n",
       "     'biz_ext': {'rating': '3.5', 'cost': {}},\n",
       "     'shopid': {},\n",
       "     'address': 'G45大广高速与G45大广高速入口交叉口西北150米',\n",
       "     'poiweight': {},\n",
       "     'cityname': '广州市',\n",
       "     'photos': [{'url': 'http://store.is.autonavi.com/showpic/092b2ea4c0c33f6555cf0229c8057e21',\n",
       "       'title': {},\n",
       "       'provider': {}},\n",
       "      {'url': 'http://store.is.autonavi.com/showpic/3b3e450bbdb5bc65a46770a6d9deebf6',\n",
       "       'title': '清蒸罗非鱼',\n",
       "       'provider': {}},\n",
       "      {'url': 'http://store.is.autonavi.com/showpic/603b866e978e411f258904c512fa7d3e',\n",
       "       'title': {},\n",
       "       'provider': {}}],\n",
       "     'type': '体育休闲服务;体育休闲服务场所;体育休闲服务场所',\n",
       "     'shopinfo': '0',\n",
       "     'name': '温泉盈泉农庄',\n",
       "     'childtype': {}}],\n",
       "   'infocode': '10000'},\n",
       "  'header': {'gsid': '010185096027158765004830000022827792495',\n",
       "   'Vary': 'Accept-Encoding',\n",
       "   'Content-Type': 'application/json;charset=UTF-8',\n",
       "   'Access-Control-Allow-Methods': '*',\n",
       "   'Access-Control-Allow-Origin': '*',\n",
       "   'sc': '0.061',\n",
       "   'Content-Length': 6531,\n",
       "   'Access-Control-Allow-Headers': 'DNT,X-CustomHeader,Keep-Alive,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,key,x-biz,x-info,platinfo,encr,enginever,gzipped,poiid',\n",
       "   'X-Powered-By': 'ring/1.0.0'}}]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import json\n",
    "def batch():\n",
    "    # 批量请求API父请求服务地址\n",
    "    url = 'https://restapi.amap.com/v3/batch?key=e1587175696715c888b8f3a0e7bf9098'\n",
    "\n",
    "    body = {\n",
    "      \"ops\": [\n",
    "        {\n",
    "            \"url\": \"/v3/place/around?offset=10&page=1&key=e1587175696715c888b8f3a0e7bf9098&location=113.292429,23.200438&output=json&radius=100000&types=080000\"\n",
    "        },\n",
    "        {\n",
    "            \"url\": \"/v3/place/around?offset=10&page=1&key=e1587175696715c888b8f3a0e7bf9098&location=113.679287,23.632575&output=json&radius=100000&types=080000\"\n",
    "        }\n",
    "        ]\n",
    "      }\n",
    "    response = requests.post(url,data = json.dumps(body))\n",
    "    data = response.json()\n",
    "    return data \n",
    "batch()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 静态地图\n",
    "- 静态地图服务通过返回一张地图图片响应HTTP请求，使用户能够将高德地图以图片形式嵌入自己的网页中。用户可以指定请求的地图位置、图片大小、以及在地图上添加覆盖物，如标签、标注、折线、多边形。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "def map(location:str,zoom:str):\n",
    "    parameters = {\n",
    "        'key':key,\n",
    "        'location':location,\n",
    "        'zoom':zoom,\n",
    "        \n",
    "    }\n",
    "    r = requests.get (\"https://restapi.amap.com/v3/staticmap?parameters\", params=parameters)\n",
    "    data = r.url\n",
    "    return data\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'geocodes': [{'formatted_address': '重庆市南岸区长江国际写字楼',\n",
       "   'country': '中国',\n",
       "   'province': '重庆市',\n",
       "   'citycode': '023',\n",
       "   'city': '重庆市',\n",
       "   'district': '南岸区',\n",
       "   'township': [],\n",
       "   'neighborhood': {'name': [], 'type': []},\n",
       "   'building': {'name': [], 'type': []},\n",
       "   'adcode': '500108',\n",
       "   'street': [],\n",
       "   'number': [],\n",
       "   'location': '106.566029,29.539685',\n",
       "   'level': '兴趣点'}]}"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "长江国际 = geocode(address='重庆市南岸区长江国际写字楼')\n",
    "长江国际"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'https://restapi.amap.com/v3/staticmap?parameters&key=e1587175696715c888b8f3a0e7bf9098&location=106.566029%2C29.539685&location=%E9%87%8D%E5%BA%86&zoom=17'"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "map((\"106.566029,29.539685\",\"重庆\"),17)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![重庆市南岸区长江国际写字楼](https://restapi.amap.com/v3/staticmap?parameters&key=e1587175696715c888b8f3a0e7bf9098&location=106.566029%2C29.539685&location=%E9%87%8D%E5%BA%86&zoom=17)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 坐标转换\n",
    "- 坐标转换是一类简单的HTTP接口，能够将用户输入的非高德坐标（GPS坐标、mapbar坐标、baidu坐标）转换成高德坐标。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'106.578301405649,29.562010845104'"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def transformation(locations:str,coordsys:str):\n",
    "    parameters = {\n",
    "        'key':key,\n",
    "        'coordsys':coordsys,\n",
    "        'locations':locations,\n",
    "        'output':'json'\n",
    "    }\n",
    "    r = requests.get (\"https://restapi.amap.com/v3/assistant/coordinate/convert?parameters\", params=parameters)\n",
    "    data = r.json()['locations']\n",
    "    return data\n",
    "\n",
    "transformation(\"106.584766,29.568199\",'baidu')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 天气查询\n",
    "- 天气查询是一个简单的HTTP接口，根据用户输入的adcode，查询目标区域当前/未来的天气情况。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'count': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'lives': [{'province': '重庆',\n",
       "   'city': '重庆市',\n",
       "   'adcode': '500000',\n",
       "   'weather': '雨',\n",
       "   'temperature': '12',\n",
       "   'winddirection': '北',\n",
       "   'windpower': '≤3',\n",
       "   'humidity': '92',\n",
       "   'reporttime': '2020-04-23 21:24:57'}]}"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def weather(city:str):\n",
    "    parameters = {\n",
    "        'key':key,\n",
    "        'city':city,\n",
    "        'output':'json'\n",
    "    }\n",
    "    r = requests.get (\"https://restapi.amap.com/v3/weather/weatherInfo?parameters\", params=parameters)\n",
    "    data = r.json()\n",
    "    return data\n",
    "weather('重庆')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 输入提示\n",
    "- 输入提示是一类简单的HTTP接口，提供根据用户输入的关键词查询返回建议列表。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'count': '10',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'tips': [{'id': 'B0FFGBWN0X',\n",
       "   'name': '长隆(广州市地质调查院东南)',\n",
       "   'district': '广东省广州市白云区',\n",
       "   'adcode': '440111',\n",
       "   'location': '113.266865,23.236239',\n",
       "   'address': '黄石东路白云大道北64号',\n",
       "   'typecode': '170200',\n",
       "   'city': []},\n",
       "  {'id': 'B001408FA1',\n",
       "   'name': '长隆酒店',\n",
       "   'district': '广东省广州市番禺区',\n",
       "   'adcode': '440113',\n",
       "   'location': '113.328068,23.00185',\n",
       "   'address': '番禺大道广州长隆旅游度假区',\n",
       "   'typecode': '100102',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFH5BM9W',\n",
       "   'name': '长隆集团',\n",
       "   'district': '广东省广州市番禺区',\n",
       "   'adcode': '440113',\n",
       "   'location': '113.333966,23.001136',\n",
       "   'address': '长隆大厦',\n",
       "   'typecode': '170200|071600',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFJ4LNT0',\n",
       "   'name': '广州长隆大厦',\n",
       "   'district': '广东省广州市番禺区',\n",
       "   'adcode': '440113',\n",
       "   'location': '113.335080,23.000877',\n",
       "   'address': [],\n",
       "   'typecode': '120201',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFGQ9NMV',\n",
       "   'name': '长隆大道',\n",
       "   'district': '广东省广州市番禺区',\n",
       "   'adcode': '440113',\n",
       "   'location': '113.325913,22.997033',\n",
       "   'address': [],\n",
       "   'typecode': '190301',\n",
       "   'city': []},\n",
       "  {'id': 'B00141JNI6',\n",
       "   'name': '长隆超市(浴乎路)',\n",
       "   'district': '广东省广州市番禺区',\n",
       "   'adcode': '440113',\n",
       "   'location': '113.346160,22.922864',\n",
       "   'address': '沙湾镇岐头村浴乎路四街18号后门',\n",
       "   'typecode': '060200',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFFVCVJ0',\n",
       "   'name': '长隆皮革',\n",
       "   'district': '广东省广州市花都区',\n",
       "   'adcode': '440114',\n",
       "   'location': '113.170729,23.452750',\n",
       "   'address': '狮岭国际皮革城A三街77/79号',\n",
       "   'typecode': '061100',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFG6N6JG',\n",
       "   'name': '长隆纺织',\n",
       "   'district': '广东省广州市海珠区',\n",
       "   'adcode': '440105',\n",
       "   'location': '113.297244,23.088432',\n",
       "   'address': '中大瑞康路其佳纺织城首层3街A019',\n",
       "   'typecode': '060605',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFG05ZY6',\n",
       "   'name': '长隆鞋业',\n",
       "   'district': '广东省广州市荔湾区',\n",
       "   'adcode': '440103',\n",
       "   'location': '113.246482,23.144783',\n",
       "   'address': '站西路26号环球国际商贸中心1期',\n",
       "   'typecode': '061100',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFFTL5YA',\n",
       "   'name': '长隆电脑',\n",
       "   'district': '广东省广州市增城区',\n",
       "   'adcode': '440118',\n",
       "   'location': '113.610961,23.120512',\n",
       "   'address': '新塘镇卫山北二路52号',\n",
       "   'typecode': '060306',\n",
       "   'city': []}]}"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def inputprompt(keywords:str):\n",
    "    parameters = {\n",
    "        'key':key,\n",
    "        'keywords':keywords,\n",
    "        'output':'json'\n",
    "    }\n",
    "    r = requests.get (\"https://restapi.amap.com/v3/assistant/inputtips?parameters\", params=parameters)\n",
    "    data = r.json()\n",
    "    return data\n",
    "\n",
    "inputprompt(\"长隆\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 交通态势\n",
    "- 交通态势是一类简单的HTTP接口，提供根据用户输入的内容能够返回希望查询的交通态势情况。\n",
    "- 目前支持城市：北京，上海，广州，深圳，宁波，武汉，重庆，成都，沈阳，南京，杭州，长春，常州，大连，东莞，福州，青岛，石家庄，天津，太原，西安，无锡，厦门，珠海，长沙，苏州，金华，佛山，济南，泉州，嘉兴，西宁，惠州，温州，中山，合肥，乌鲁木齐，台州，绍兴，昆明。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'trafficinfo': {'description': '南滨路：双向畅通。',\n",
       "  'evaluation': {'expedite': '100.00%',\n",
       "   'congested': '0.00%',\n",
       "   'blocked': '0.00%',\n",
       "   'unknown': '0.00%',\n",
       "   'status': '1',\n",
       "   'description': '畅通'}}}"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def road(name=None,city=None,extensions=None)->dict:\n",
    "    url = 'https://restapi.amap.com/v3/traffic/status/road?parameters'\n",
    "    parameters={\n",
    "        'key':key,\n",
    "        'name':name,\n",
    "        'city':city,\n",
    "        'extensions':extensions,\n",
    "        'output':'json'\n",
    "    }\n",
    "    response = requests.get(url,params=parameters)\n",
    "    data = response.json()\n",
    "    return data\n",
    "交通态势 = road( '南滨路', '重庆')\n",
    "交通态势"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 地理围栏\n",
    "- 地理围栏服务是一类HTTP接口，提供在服务端，增删改查地理围栏的功能，同时支持对于设备与围栏关系进行监控。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'data': {'gid': '086440a2-4754-4439-9a69-533040eca8d3',\n",
       "  'id': '0',\n",
       "  'message': '成功',\n",
       "  'status': '0'},\n",
       " 'errcode': 0,\n",
       " 'errdetail': None,\n",
       " 'errmsg': 'OK',\n",
       " 'ext': None}"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def weilan(name=\"围栏名称\",center=\"106.578301405649,29.562010845104\",radius=None,valid_time=None,desc= \"测试围栏描述\",alert_condition=None)->dict:\n",
    "    parameters = {\n",
    "        \"key\":key,\n",
    "    }\n",
    "    body = {\n",
    "             \"name\": name,\n",
    "             \"center\": \"106.578301405649,29.562010845104\",\n",
    "             \"radius\": \"1100\",\n",
    "             \"repeat\": \"Mon,Tues,Wed,Thur,Fri,Sat,Sun\",\n",
    "             \"valid_time\": \"2020-05-20\",\n",
    "             \"desc\": \"测试围栏描述\",\n",
    "             \"alert_condition\": \"enter;leave\"\n",
    "    }\n",
    "    r = requests.post(\"https://restapi.amap.com/v4/geofence/meta?key=\"+key,params=parameters,json=body)\n",
    "    data = r.json()\n",
    "    return data\n",
    "\n",
    "weilan(name=\"测试围栏\",center=\"106.578301405649,29.562010845104\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 轨迹纠偏\n",
    "- 根据坐标点抓取道路，即根据给定的坐标点、车辆的方位角以及行驶速度，将用户的轨迹纠偏到路上，从而返回用户实际驾车经过的道路坐标。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'data': {'distance': 33.0,\n",
       "  'points': [{'x': 116.44942000249563, 'y': 40.014843356125866},\n",
       "   {'x': 116.44945705955585, 'y': 40.01453960973057}]},\n",
       " 'errcode': 0,\n",
       " 'errdetail': None,\n",
       " 'errmsg': 'OK',\n",
       " 'ext': None}"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def guijijiupian(x=None,y=None,sp=None,ag=None,tm=None)->dict:\n",
    "    parameters = {\n",
    "    \"key\":key,\n",
    "}\n",
    "    body = [{\n",
    "\"x\": 116.449429,\n",
    "\"y\": 40.014844,\n",
    "\"sp\": 4,\n",
    "\"ag\": 110,\n",
    "\"tm\": 1478831753\n",
    "}, {\n",
    "\"x\": 116.449639,\n",
    "\"y\": 40.014776,\n",
    "\"sp\": 3,\n",
    "\"ag\": 110,\n",
    "\"tm\": 23\n",
    "}, {\n",
    "\"x\": 116.449859,\n",
    "\"y\": 40.014716,\n",
    "\"sp\": 3,\n",
    "\"ag\": 111,\n",
    "\"tm\": 33\n",
    "}, {\n",
    "\"x\": 116.450074,\n",
    "\"y\": 40.014658,\n",
    "\"sp\": 3,\n",
    "\"ag\": 110,\n",
    "\"tm\": 31\n",
    "}, {\n",
    "\"x\": 116.450273,\n",
    "\"y\": 40.014598,\n",
    "\"sp\": 3,\n",
    "\"ag\": 111,\n",
    "\"tm\": 20\n",
    "}]\n",
    "    r = requests.post(\"https://restapi.amap.com/v4/grasproad/driving\",params=parameters,json=body)\n",
    "    data = r.json()\n",
    "    return data\n",
    "\n",
    "guijijiupian()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 在调用每一个功能的时候，想到的含有机器学习(ML)和人工智能(AI)的功能\n",
    "1. 路径规划——通过机器学习，规划最佳路线。\n",
    "2. 输入提示——推荐引擎。\n",
    "3. 交通态势——通过机器学期进行交通预测，避开拥挤的道路。\n",
    "4. 轨迹纠偏——人工智能算法。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 设计一个简单的应用，至少涉及3个API功能。\n",
    "#### 防止未成年儿童走失的应用\n",
    "##### 调用的高德API：\n",
    "1. IP定位\n",
    "2. 地理围栏\n",
    "3. 路径规划\n",
    "4. 轨迹纠偏"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### 运用：\n",
    "- 通过IP定位，家长可以时时知道儿童所在位置，运用地理围栏，可以设置一定的区域，一旦孩子走出这个区域，家长可以得知，能够防止儿童离家长太远。\n",
    "- 通过路径规划和轨迹纠偏，能够更好的使儿童通过该应用到达目的地，减少走失的可能。"
   ]
  }
 ],
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